sdsrss

by sdsrss

Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. A lighter, lower-cost alternative to claude-mem (episode batching + a smaller model; cost savings are an internal estimate, not a measured benchmark).

by sds

Personal AI-coding discipline harness — one developer's opinionated AI-CODING-SPEC v6.31, enforced via Claude Code hooks + shipped with the plugin

by sds

Loop Engineering for Claude Code: /autoloop drives bounded tasks to completion via a builder/checker cycle with six stop rules; /polish iteratively raises code quality via multi-lens review, adversarial verification, and dry-round convergence. A Stop hook mechanically prevents quitting while a loop contract is unsatisfied, and a PreToolUse evidence gate ensures completion claims are machine-written, never typed.

by agentsmd

CODEX-CODING-SPEC — global Codex workflow and evidence guidance, with native hooks for selected safety/report checks and rule-specific opportunity telemetry.